Noisy Labels Python Packages

cleanlab

Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

cleanlab-studio

Client interface to Cleanlab Studio

cleanlab-cli

Command line interface for all things Cleanlab Studio

example-package-elisno

The standard package for data-centric AI, machine learning with label errors, and automatically finding and fixing dataset issues in Python.

scikit-clean

A collection of algorithms for detecting and handling label noise

ewe-gate

Epistemic Weight Engine — Adaptive pre-update gating for noise-robust AI learning

encord-active

The toolkit to test, validate, and evaluate your models and surface, curate, and prioritize the most valuable data for labeling.